[English version below] Il Dipartimento di Matematica dell'Università di Trento organizza all'interno del corso di laurea magistrale in Matematica, percorso Matematica per la Data Science, il crash course

Reinforcement Learning: the way machines learn

tenuto dal Prof. Maurizio Parton (Università di Chieti-Pescara), nei giorni 27, 29 gennaio e 3, 5 febbraio 2021.

Il corso sarà in remoto e in lingua inglese.

La partecipazione è gratuita, ma è necessaria la registrazione, mandando un'email a luigiamedeo.bianchi@unitn.it Il numero di posti disponibili per partecipanti esterni è limitato.

Ulteriori informazioni alla pagina http://datascience.maths.unitn.it/events/rl2021/

The Department of Mathematics at the University of Trento organises within the Master's program in Mathematics, track Mathematics for Data Science, the crash course

Reinforcement Learning: the way machines learn

held by Prof. Maurizio Parton (University of Chieti-Pescara), on Jan. 27 and 29, and Feb. 3 and 5, 2021.

The course will take place online and will be given in English.

Participation is free of charge, but registration is required. To register, send an email to luigiamedeo.bianchi@unitn.it The number of places available for external participants is limited.

Abstract: Reinforcement Learning (RL) is a machine learning technique where an agent learns to solve a decision problem by performing actions and assessing their results. RL has been acknowledged as a breakthrough technology by MIT in 2017. We will study the fundamentals of RL and will sketch the latest methods used to solve a variety of complex tasks, from gaming to computer science, finance, and robotics. This is a 12h crash course intended for students with a background in probability. The course is comprised of theory, applications and assignments. Some experience with Python may prove useful to fully profit from the exercises and assignments.

Further information available on the following webpage: http://datascience.maths.unitn.it/events/rl2021/